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Safeguards

Safeguards are technical, operational, or policy-based controls designed to prevent harm, unauthorized access, or misuse of AI systems in enterprise environments. In AI governance, safeguards include measures like access controls, monitoring systems, testing protocols, and human oversight mechanisms that ensure models operate within intended parameters and comply with regulatory requirements. Organizations implement safeguards to mitigate risks ranging from data breaches and model drift to unintended discriminatory outcomes and competitive harm.

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